Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 180 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 38.0 KiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 10 |
fuel-type is highly imbalanced (51.4%) | Imbalance |
engine-location is highly imbalanced (87.8%) | Imbalance |
num-of-cylinders is highly imbalanced (58.1%) | Imbalance |
symboling has 61 (33.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-28 09:29:36.547000 |
|---|---|
| Analysis finished | 2024-05-28 09:30:25.267893 |
| Duration | 48.72 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
symboling
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75555556 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 61 |
| Zeros (%) | 33.9% |
| Negative | 21 |
| Negative (%) | 11.7% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1752676 |
|---|---|
| Coefficient of variation (CV) | 1.5555012 |
| Kurtosis | -0.37676035 |
| Mean | 0.75555556 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.23644264 |
| Sum | 136 |
| Variance | 1.3812539 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 54 | |
| 2 | 26 | |
| 3 | 18 | 10.0% |
| -1 | 18 | 10.0% |
| -2 | 3 | 1.7% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.7% |
| -1 | 18 | 10.0% |
| 0 | 61 | |
| 1 | 54 | |
| 2 | 26 | |
| 3 | 18 | 10.0% |
| Value | Count | Frequency (%) |
| 3 | 18 | 10.0% |
| 2 | 26 | |
| 1 | 54 | |
| 0 | 61 | |
| -1 | 18 | 10.0% |
| -2 | 3 | 1.7% |
normalized-losses
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 25.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.11111 |
| Minimum | 65 |
|---|---|
| Maximum | 231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 76.85 |
| Q1 | 101 |
| median | 115 |
| Q3 | 139 |
| 95-th percentile | 168 |
| Maximum | 231 |
| Range | 166 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 30.406536 |
|---|---|
| Coefficient of variation (CV) | 0.2531534 |
| Kurtosis | 0.39229198 |
| Mean | 120.11111 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 0.70623205 |
| Sum | 21620 |
| Variance | 924.55742 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 115 | 34 | 18.9% |
| 161 | 11 | 6.1% |
| 91 | 8 | 4.4% |
| 150 | 7 | 3.9% |
| 104 | 6 | 3.3% |
| 128 | 6 | 3.3% |
| 94 | 5 | 2.8% |
| 65 | 5 | 2.8% |
| 134 | 5 | 2.8% |
| 102 | 5 | 2.8% |
| Other values (36) | 88 |
| Value | Count | Frequency (%) |
| 65 | 5 | |
| 74 | 4 | |
| 77 | 1 | 0.6% |
| 78 | 1 | 0.6% |
| 81 | 2 | 1.1% |
| 85 | 4 | |
| 87 | 2 | 1.1% |
| 89 | 2 | 1.1% |
| 91 | 8 | |
| 93 | 4 |
| Value | Count | Frequency (%) |
| 231 | 1 | 0.6% |
| 194 | 2 | 1.1% |
| 192 | 2 | 1.1% |
| 188 | 2 | 1.1% |
| 186 | 1 | 0.6% |
| 168 | 5 | |
| 164 | 2 | 1.1% |
| 161 | 11 | |
| 158 | 2 | 1.1% |
| 154 | 3 | 1.7% |
make
Categorical
| Distinct | 22 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| mitsubishi | |
| peugot | |
| Other values (17) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.3777778 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1148 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 27 | |
| nissan | 18 | 10.0% |
| mazda | 17 | 9.4% |
| mitsubishi | 11 | 6.1% |
| peugot | 11 | 6.1% |
| volvo | 11 | 6.1% |
| honda | 10 | 5.6% |
| subaru | 9 | 5.0% |
| dodge | 7 | 3.9% |
| volkswagen | 7 | 3.9% |
| Other values (12) | 52 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| toyota | 27 | |
| nissan | 18 | 10.0% |
| mazda | 17 | 9.4% |
| mitsubishi | 11 | 6.1% |
| peugot | 11 | 6.1% |
| volvo | 11 | 6.1% |
| honda | 10 | 5.6% |
| subaru | 9 | 5.0% |
| bmw | 7 | 3.9% |
| mercedes-benz | 7 | 3.9% |
| Other values (12) | 52 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 138 | |
| o | 130 | 11.3% |
| s | 95 | 8.3% |
| t | 86 | 7.5% |
| e | 70 | 6.1% |
| u | 64 | 5.6% |
| n | 62 | 5.4% |
| i | 61 | 5.3% |
| d | 55 | 4.8% |
| m | 51 | 4.4% |
| Other values (15) | 336 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1148 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | |
| o | 130 | 11.3% |
| s | 95 | 8.3% |
| t | 86 | 7.5% |
| e | 70 | 6.1% |
| u | 64 | 5.6% |
| n | 62 | 5.4% |
| i | 61 | 5.3% |
| d | 55 | 4.8% |
| m | 51 | 4.4% |
| Other values (15) | 336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1148 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | |
| o | 130 | 11.3% |
| s | 95 | 8.3% |
| t | 86 | 7.5% |
| e | 70 | 6.1% |
| u | 64 | 5.6% |
| n | 62 | 5.4% |
| i | 61 | 5.3% |
| d | 55 | 4.8% |
| m | 51 | 4.4% |
| Other values (15) | 336 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1148 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 138 | |
| o | 130 | 11.3% |
| s | 95 | 8.3% |
| t | 86 | 7.5% |
| e | 70 | 6.1% |
| u | 64 | 5.6% |
| n | 62 | 5.4% |
| i | 61 | 5.3% |
| d | 55 | 4.8% |
| m | 51 | 4.4% |
| Other values (15) | 336 |
fuel-type
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| gas | |
|---|---|
| diesel |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.3166667 |
| Min length | 3 |
Characters and Unicode
| Total characters | 597 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | gas |
|---|---|
| 2nd row | gas |
| 3rd row | gas |
| 4th row | gas |
| 5th row | gas |
Common Values
| Value | Count | Frequency (%) |
| gas | 161 | |
| diesel | 19 | 10.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| gas | 161 | |
| diesel | 19 | 10.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 180 | |
| g | 161 | |
| a | 161 | |
| e | 38 | 6.4% |
| d | 19 | 3.2% |
| i | 19 | 3.2% |
| l | 19 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 180 | |
| g | 161 | |
| a | 161 | |
| e | 38 | 6.4% |
| d | 19 | 3.2% |
| i | 19 | 3.2% |
| l | 19 | 3.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 180 | |
| g | 161 | |
| a | 161 | |
| e | 38 | 6.4% |
| d | 19 | 3.2% |
| i | 19 | 3.2% |
| l | 19 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 597 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 180 | |
| g | 161 | |
| a | 161 | |
| e | 38 | 6.4% |
| d | 19 | 3.2% |
| i | 19 | 3.2% |
| l | 19 | 3.2% |
aspiration
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| std | |
|---|---|
| turbo |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.3555556 |
| Min length | 3 |
Characters and Unicode
| Total characters | 604 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
Common Values
| Value | Count | Frequency (%) |
| std | 148 | |
| turbo | 32 | 17.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| std | 148 | |
| turbo | 32 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 180 | |
| s | 148 | |
| d | 148 | |
| u | 32 | 5.3% |
| r | 32 | 5.3% |
| b | 32 | 5.3% |
| o | 32 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 604 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 180 | |
| s | 148 | |
| d | 148 | |
| u | 32 | 5.3% |
| r | 32 | 5.3% |
| b | 32 | 5.3% |
| o | 32 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 604 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 180 | |
| s | 148 | |
| d | 148 | |
| u | 32 | 5.3% |
| r | 32 | 5.3% |
| b | 32 | 5.3% |
| o | 32 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 604 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 180 | |
| s | 148 | |
| d | 148 | |
| u | 32 | 5.3% |
| r | 32 | 5.3% |
| b | 32 | 5.3% |
| o | 32 | 5.3% |
num-of-doors
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| four | |
|---|---|
| two |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5888889 |
| Min length | 3 |
Characters and Unicode
| Total characters | 646 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| four | 106 | |
| two | 74 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 106 | |
| two | 74 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 180 | |
| f | 106 | |
| u | 106 | |
| r | 106 | |
| t | 74 | |
| w | 74 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 646 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 180 | |
| f | 106 | |
| u | 106 | |
| r | 106 | |
| t | 74 | |
| w | 74 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 646 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 180 | |
| f | 106 | |
| u | 106 | |
| r | 106 | |
| t | 74 | |
| w | 74 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 646 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 180 | |
| f | 106 | |
| u | 106 | |
| r | 106 | |
| t | 74 | |
| w | 74 |
body-style
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| hardtop | 8 |
| convertible | 3 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.4777778 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1166 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
Common Values
| Value | Count | Frequency (%) |
| sedan | 90 | |
| hatchback | 58 | |
| wagon | 21 | 11.7% |
| hardtop | 8 | 4.4% |
| convertible | 3 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sedan | 90 | |
| hatchback | 58 | |
| wagon | 21 | 11.7% |
| hardtop | 8 | 4.4% |
| convertible | 3 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 235 | |
| h | 124 | |
| c | 119 | |
| n | 114 | |
| d | 98 | |
| e | 96 | |
| s | 90 | 7.7% |
| t | 69 | 5.9% |
| b | 61 | 5.2% |
| k | 58 | 5.0% |
| Other values (8) | 102 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1166 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 235 | |
| h | 124 | |
| c | 119 | |
| n | 114 | |
| d | 98 | |
| e | 96 | |
| s | 90 | 7.7% |
| t | 69 | 5.9% |
| b | 61 | 5.2% |
| k | 58 | 5.0% |
| Other values (8) | 102 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1166 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 235 | |
| h | 124 | |
| c | 119 | |
| n | 114 | |
| d | 98 | |
| e | 96 | |
| s | 90 | 7.7% |
| t | 69 | 5.9% |
| b | 61 | 5.2% |
| k | 58 | 5.0% |
| Other values (8) | 102 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1166 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 235 | |
| h | 124 | |
| c | 119 | |
| n | 114 | |
| d | 98 | |
| e | 96 | |
| s | 90 | 7.7% |
| t | 69 | 5.9% |
| b | 61 | 5.2% |
| k | 58 | 5.0% |
| Other values (8) | 102 |
drive-wheels
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| fwd | |
|---|---|
| rwd | |
| 4wd | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 540 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 105 | |
| rwd | 67 | |
| 4wd | 8 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fwd | 105 | |
| rwd | 67 | |
| 4wd | 8 | 4.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 180 | |
| d | 180 | |
| f | 105 | |
| r | 67 | 12.4% |
| 4 | 8 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| w | 180 | |
| d | 180 | |
| f | 105 | |
| r | 67 | 12.4% |
| 4 | 8 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| w | 180 | |
| d | 180 | |
| f | 105 | |
| r | 67 | 12.4% |
| 4 | 8 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 540 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| w | 180 | |
| d | 180 | |
| f | 105 | |
| r | 67 | 12.4% |
| 4 | 8 | 1.5% |
engine-location
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| front | |
|---|---|
| rear | 3 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9833333 |
| Min length | 4 |
Characters and Unicode
| Total characters | 897 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
Common Values
| Value | Count | Frequency (%) |
| front | 177 | |
| rear | 3 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| front | 177 | |
| rear | 3 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 183 | |
| f | 177 | |
| o | 177 | |
| n | 177 | |
| t | 177 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 897 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 183 | |
| f | 177 | |
| o | 177 | |
| n | 177 | |
| t | 177 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 897 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 183 | |
| f | 177 | |
| o | 177 | |
| n | 177 | |
| t | 177 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 897 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 183 | |
| f | 177 | |
| o | 177 | |
| n | 177 | |
| t | 177 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
wheel-base
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 25.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.89 |
| Minimum | 88.4 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 88.4 |
|---|---|
| 5-th percentile | 93.095 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 102.1 |
| 95-th percentile | 112.05 |
| Maximum | 120.9 |
| Range | 32.5 |
| Interquartile range (IQR) | 7.6 |
Descriptive statistics
| Standard deviation | 6.0919408 |
|---|---|
| Coefficient of variation (CV) | 0.061603204 |
| Kurtosis | 1.0004359 |
| Mean | 98.89 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 1.1468247 |
| Sum | 17800.2 |
| Variance | 37.111743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 94.5 | 19 | 10.6% |
| 93.7 | 18 | 10.0% |
| 95.7 | 13 | 7.2% |
| 97.3 | 7 | 3.9% |
| 96.5 | 7 | 3.9% |
| 99.1 | 6 | 3.3% |
| 107.9 | 6 | 3.3% |
| 98.4 | 6 | 3.3% |
| 98.8 | 6 | 3.3% |
| 96.3 | 6 | 3.3% |
| Other values (36) | 86 |
| Value | Count | Frequency (%) |
| 88.4 | 1 | 0.6% |
| 88.6 | 2 | 1.1% |
| 89.5 | 3 | 1.7% |
| 91.3 | 2 | 1.1% |
| 93 | 1 | 0.6% |
| 93.1 | 5 | 2.8% |
| 93.7 | 18 | |
| 94.5 | 19 | |
| 95.1 | 1 | 0.6% |
| 95.3 | 4 | 2.2% |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.6% |
| 115.6 | 2 | 1.1% |
| 114.2 | 4 | |
| 113 | 2 | 1.1% |
| 112 | 1 | 0.6% |
| 110 | 2 | 1.1% |
| 109.1 | 5 | |
| 108 | 1 | 0.6% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.6% |
length
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 35.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.25611 |
| Minimum | 141.1 |
|---|---|
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.3 |
| Q1 | 166.675 |
| median | 172.5 |
| Q3 | 184.6 |
| 95-th percentile | 198.9 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range (IQR) | 17.925 |
Descriptive statistics
| Standard deviation | 12.255274 |
|---|---|
| Coefficient of variation (CV) | 0.070329094 |
| Kurtosis | -0.14572653 |
| Mean | 174.25611 |
| Median Absolute Deviation (MAD) | 6.2 |
| Skewness | 0.27899306 |
| Sum | 31366.1 |
| Variance | 150.19175 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 157.3 | 14 | 7.8% |
| 188.8 | 11 | 6.1% |
| 171.7 | 7 | 3.9% |
| 166.3 | 7 | 3.9% |
| 186.7 | 7 | 3.9% |
| 165.3 | 6 | 3.3% |
| 177.8 | 6 | 3.3% |
| 186.6 | 6 | 3.3% |
| 172 | 5 | 2.8% |
| 175.6 | 5 | 2.8% |
| Other values (53) | 106 |
| Value | Count | Frequency (%) |
| 141.1 | 1 | 0.6% |
| 150 | 3 | 1.7% |
| 155.9 | 3 | 1.7% |
| 157.1 | 1 | 0.6% |
| 157.3 | 14 | |
| 158.7 | 3 | 1.7% |
| 158.8 | 1 | 0.6% |
| 159.1 | 3 | 1.7% |
| 162.4 | 1 | 0.6% |
| 163.4 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 208.1 | 1 | 0.6% |
| 202.6 | 2 | |
| 199.6 | 2 | |
| 199.2 | 1 | 0.6% |
| 198.9 | 4 | |
| 193.8 | 1 | 0.6% |
| 192.7 | 3 | |
| 191.7 | 1 | 0.6% |
| 190.9 | 2 | |
| 189 | 2 |
width
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.926667 |
| Minimum | 60.3 |
|---|---|
| Maximum | 72.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64.1 |
| median | 65.5 |
| Q3 | 66.675 |
| 95-th percentile | 70.315 |
| Maximum | 72.3 |
| Range | 12 |
| Interquartile range (IQR) | 2.575 |
Descriptive statistics
| Standard deviation | 2.1539259 |
|---|---|
| Coefficient of variation (CV) | 0.032671542 |
| Kurtosis | 0.72566764 |
| Mean | 65.926667 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.93798775 |
| Sum | 11866.8 |
| Variance | 4.6393966 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 63.8 | 23 | 12.8% |
| 66.5 | 21 | 11.7% |
| 65.4 | 15 | 8.3% |
| 63.6 | 10 | 5.6% |
| 64.4 | 10 | 5.6% |
| 68.4 | 10 | 5.6% |
| 64 | 8 | 4.4% |
| 65.5 | 8 | 4.4% |
| 65.2 | 6 | 3.3% |
| 67.2 | 6 | 3.3% |
| Other values (28) | 63 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | 0.6% |
| 62.5 | 1 | 0.6% |
| 63.6 | 10 | |
| 63.8 | 23 | |
| 63.9 | 1 | 0.6% |
| 64 | 8 | 4.4% |
| 64.1 | 2 | 1.1% |
| 64.2 | 5 | 2.8% |
| 64.4 | 10 | |
| 64.8 | 4 | 2.2% |
| Value | Count | Frequency (%) |
| 72.3 | 1 | 0.6% |
| 72 | 1 | 0.6% |
| 71.7 | 3 | 1.7% |
| 71.4 | 3 | 1.7% |
| 70.6 | 1 | 0.6% |
| 70.3 | 3 | 1.7% |
| 69.6 | 2 | 1.1% |
| 68.9 | 4 | 2.2% |
| 68.8 | 1 | 0.6% |
| 68.4 | 10 |
height
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 26.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.757222 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.695 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.55 |
| 95-th percentile | 57.5 |
| Maximum | 59.1 |
| Range | 11.3 |
| Interquartile range (IQR) | 3.55 |
Descriptive statistics
| Standard deviation | 2.4064631 |
|---|---|
| Coefficient of variation (CV) | 0.044765392 |
| Kurtosis | -0.52111377 |
| Mean | 53.757222 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | -0.052230113 |
| Sum | 9676.3 |
| Variance | 5.7910649 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 55.7 | 11 | 6.1% |
| 50.8 | 11 | 6.1% |
| 52 | 10 | 5.6% |
| 54.5 | 10 | 5.6% |
| 55.5 | 9 | 5.0% |
| 54.3 | 8 | 4.4% |
| 56.7 | 8 | 4.4% |
| 54.1 | 7 | 3.9% |
| 52.6 | 7 | 3.9% |
| 56.1 | 7 | 3.9% |
| Other values (37) | 92 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.6% |
| 48.8 | 2 | 1.1% |
| 49.4 | 2 | 1.1% |
| 49.6 | 4 | 2.2% |
| 49.7 | 3 | 1.7% |
| 50.2 | 2 | 1.1% |
| 50.5 | 2 | 1.1% |
| 50.6 | 5 | |
| 50.8 | 11 | |
| 51 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 59.1 | 3 | 1.7% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.6% |
| 57.5 | 3 | 1.7% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.1% |
| 56.3 | 1 | 0.6% |
| 56.2 | 3 | 1.7% |
| 56.1 | 7 | |
| 56 | 1 | 0.6% |
curb-weight
Real number (ℝ)
| Distinct | 149 |
|---|---|
| Distinct (%) | 82.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2543.8 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1904.75 |
| Q1 | 2137 |
| median | 2404 |
| Q3 | 2917.75 |
| 95-th percentile | 3496 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 780.75 |
Descriptive statistics
| Standard deviation | 525.22964 |
|---|---|
| Coefficient of variation (CV) | 0.20647442 |
| Kurtosis | 0.04742909 |
| Mean | 2543.8 |
| Median Absolute Deviation (MAD) | 378 |
| Skewness | 0.75685268 |
| Sum | 457884 |
| Variance | 275866.17 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.2% |
| 2275 | 3 | 1.7% |
| 1989 | 3 | 1.7% |
| 1918 | 3 | 1.7% |
| 2410 | 2 | 1.1% |
| 2191 | 2 | 1.1% |
| 2024 | 2 | 1.1% |
| 2414 | 2 | 1.1% |
| 4066 | 2 | 1.1% |
| 2300 | 2 | 1.1% |
| Other values (139) | 155 |
| Value | Count | Frequency (%) |
| 1488 | 1 | 0.6% |
| 1837 | 1 | 0.6% |
| 1874 | 2 | |
| 1876 | 2 | |
| 1889 | 1 | 0.6% |
| 1890 | 1 | 0.6% |
| 1900 | 1 | 0.6% |
| 1905 | 1 | 0.6% |
| 1909 | 2 | |
| 1918 | 3 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3515 | 1 | |
| 3495 | 1 | |
| 3485 | 1 |
engine-type
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| ohc | |
|---|---|
| ohcv | 12 |
| l | 12 |
| ohcf | 12 |
| dohc | 8 |
| Other values (2) | 5 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 558 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 131 | |
| ohcv | 12 | 6.7% |
| l | 12 | 6.7% |
| ohcf | 12 | 6.7% |
| dohc | 8 | 4.4% |
| rotor | 4 | 2.2% |
| dohcv | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ohc | 131 | |
| ohcv | 12 | 6.7% |
| l | 12 | 6.7% |
| ohcf | 12 | 6.7% |
| dohc | 8 | 4.4% |
| rotor | 4 | 2.2% |
| dohcv | 1 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 172 | |
| h | 164 | |
| c | 164 | |
| v | 13 | 2.3% |
| l | 12 | 2.2% |
| f | 12 | 2.2% |
| d | 9 | 1.6% |
| r | 8 | 1.4% |
| t | 4 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 558 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 172 | |
| h | 164 | |
| c | 164 | |
| v | 13 | 2.3% |
| l | 12 | 2.2% |
| f | 12 | 2.2% |
| d | 9 | 1.6% |
| r | 8 | 1.4% |
| t | 4 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 558 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 172 | |
| h | 164 | |
| c | 164 | |
| v | 13 | 2.3% |
| l | 12 | 2.2% |
| f | 12 | 2.2% |
| d | 9 | 1.6% |
| r | 8 | 1.4% |
| t | 4 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 558 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 172 | |
| h | 164 | |
| c | 164 | |
| v | 13 | 2.3% |
| l | 12 | 2.2% |
| f | 12 | 2.2% |
| d | 9 | 1.6% |
| r | 8 | 1.4% |
| t | 4 | 0.7% |
num-of-cylinders
Categorical
IMBALANCE
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| four | |
|---|---|
| six | |
| five | 10 |
| two | 4 |
| eight | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.9111111 |
| Min length | 3 |
Characters and Unicode
| Total characters | 704 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 141 | |
| six | 19 | 10.6% |
| five | 10 | 5.6% |
| two | 4 | 2.2% |
| eight | 4 | 2.2% |
| three | 1 | 0.6% |
| twelve | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 141 | |
| six | 19 | 10.6% |
| five | 10 | 5.6% |
| two | 4 | 2.2% |
| eight | 4 | 2.2% |
| three | 1 | 0.6% |
| twelve | 1 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 151 | |
| o | 145 | |
| r | 142 | |
| u | 141 | |
| i | 33 | 4.7% |
| s | 19 | 2.7% |
| x | 19 | 2.7% |
| e | 18 | 2.6% |
| v | 11 | 1.6% |
| t | 10 | 1.4% |
| Other values (4) | 15 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 704 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| f | 151 | |
| o | 145 | |
| r | 142 | |
| u | 141 | |
| i | 33 | 4.7% |
| s | 19 | 2.7% |
| x | 19 | 2.7% |
| e | 18 | 2.6% |
| v | 11 | 1.6% |
| t | 10 | 1.4% |
| Other values (4) | 15 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 704 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| f | 151 | |
| o | 145 | |
| r | 142 | |
| u | 141 | |
| i | 33 | 4.7% |
| s | 19 | 2.7% |
| x | 19 | 2.7% |
| e | 18 | 2.6% |
| v | 11 | 1.6% |
| t | 10 | 1.4% |
| Other values (4) | 15 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 704 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| f | 151 | |
| o | 145 | |
| r | 142 | |
| u | 141 | |
| i | 33 | 4.7% |
| s | 19 | 2.7% |
| x | 19 | 2.7% |
| e | 18 | 2.6% |
| v | 11 | 1.6% |
| t | 10 | 1.4% |
| Other values (4) | 15 | 2.1% |
engine-size
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 22.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.59444 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 97 |
| median | 114.5 |
| Q3 | 141 |
| 95-th percentile | 194.45 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 42.1439 |
|---|---|
| Coefficient of variation (CV) | 0.33555545 |
| Kurtosis | 5.9557612 |
| Mean | 125.59444 |
| Median Absolute Deviation (MAD) | 19.5 |
| Skewness | 2.0874848 |
| Sum | 22607 |
| Variance | 1776.1083 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 98 | 14 | 7.8% |
| 122 | 13 | 7.2% |
| 92 | 13 | 7.2% |
| 90 | 12 | 6.7% |
| 97 | 12 | 6.7% |
| 108 | 11 | 6.1% |
| 110 | 11 | 6.1% |
| 141 | 7 | 3.9% |
| 120 | 7 | 3.9% |
| 121 | 6 | 3.3% |
| Other values (31) | 74 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.6% |
| 70 | 3 | 1.7% |
| 79 | 1 | 0.6% |
| 80 | 1 | 0.6% |
| 90 | 12 | |
| 91 | 5 | 2.8% |
| 92 | 13 | |
| 97 | 12 | |
| 98 | 14 | |
| 103 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.6% |
| 308 | 1 | 0.6% |
| 304 | 1 | 0.6% |
| 258 | 2 | 1.1% |
| 234 | 1 | 0.6% |
| 209 | 2 | 1.1% |
| 203 | 1 | 0.6% |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 |
fuel-system
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 6 |
| Other values (2) | 4 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8944444 |
| Min length | 3 |
Characters and Unicode
| Total characters | 701 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 82 | |
| 2bbl | 60 | |
| idi | 19 | 10.6% |
| 1bbl | 9 | 5.0% |
| spdi | 6 | 3.3% |
| 4bbl | 3 | 1.7% |
| spfi | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mpfi | 82 | |
| 2bbl | 60 | |
| idi | 19 | 10.6% |
| 1bbl | 9 | 5.0% |
| spdi | 6 | 3.3% |
| 4bbl | 3 | 1.7% |
| spfi | 1 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 144 | |
| i | 127 | |
| p | 89 | |
| f | 83 | |
| m | 82 | |
| l | 72 | |
| 2 | 60 | |
| d | 25 | 3.6% |
| 1 | 9 | 1.3% |
| s | 7 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 701 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| b | 144 | |
| i | 127 | |
| p | 89 | |
| f | 83 | |
| m | 82 | |
| l | 72 | |
| 2 | 60 | |
| d | 25 | 3.6% |
| 1 | 9 | 1.3% |
| s | 7 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 701 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| b | 144 | |
| i | 127 | |
| p | 89 | |
| f | 83 | |
| m | 82 | |
| l | 72 | |
| 2 | 60 | |
| d | 25 | 3.6% |
| 1 | 9 | 1.3% |
| s | 7 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 701 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| b | 144 | |
| i | 127 | |
| p | 89 | |
| f | 83 | |
| m | 82 | |
| l | 72 | |
| 2 | 60 | |
| d | 25 | 3.6% |
| 1 | 9 | 1.3% |
| s | 7 | 1.0% |
bore
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3265 |
| Minimum | 2.54 |
|---|---|
| Maximum | 3.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 2.54 |
|---|---|
| 5-th percentile | 2.97 |
| Q1 | 3.13 |
| median | 3.31 |
| Q3 | 3.58 |
| 95-th percentile | 3.78 |
| Maximum | 3.94 |
| Range | 1.4 |
| Interquartile range (IQR) | 0.45 |
Descriptive statistics
| Standard deviation | 0.27634582 |
|---|---|
| Coefficient of variation (CV) | 0.083074047 |
| Kurtosis | -0.79192217 |
| Mean | 3.3265 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | 0.057693298 |
| Sum | 598.77 |
| Variance | 0.076367011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 3.62 | 18 | 10.0% |
| 3.19 | 16 | 8.9% |
| 3.15 | 14 | 7.8% |
| 3.03 | 12 | 6.7% |
| 2.97 | 12 | 6.7% |
| 3.31 | 11 | 6.1% |
| 3.78 | 8 | 4.4% |
| 3.46 | 8 | 4.4% |
| 3.43 | 8 | 4.4% |
| 3.39 | 6 | 3.3% |
| Other values (25) | 67 |
| Value | Count | Frequency (%) |
| 2.54 | 1 | 0.6% |
| 2.68 | 1 | 0.6% |
| 2.91 | 5 | |
| 2.92 | 1 | 0.6% |
| 2.97 | 12 | |
| 2.99 | 1 | 0.6% |
| 3.01 | 4 | 2.2% |
| 3.03 | 12 | |
| 3.05 | 6 | |
| 3.08 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 3.94 | 2 | 1.1% |
| 3.8 | 2 | 1.1% |
| 3.78 | 8 | |
| 3.76 | 1 | 0.6% |
| 3.74 | 3 | 1.7% |
| 3.7 | 5 | 2.8% |
| 3.63 | 2 | 1.1% |
| 3.62 | 18 | |
| 3.61 | 1 | 0.6% |
| 3.58 | 6 | 3.3% |
stroke
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2413333 |
| Minimum | 2.07 |
|---|---|
| Maximum | 4.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 2.07 |
|---|---|
| 5-th percentile | 2.64 |
| Q1 | 3.11 |
| median | 3.27 |
| Q3 | 3.4 |
| 95-th percentile | 3.64 |
| Maximum | 4.17 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.29 |
Descriptive statistics
| Standard deviation | 0.3034244 |
|---|---|
| Coefficient of variation (CV) | 0.093610984 |
| Kurtosis | 2.5782825 |
| Mean | 3.2413333 |
| Median Absolute Deviation (MAD) | 0.145 |
| Skewness | -0.69511723 |
| Sum | 583.44 |
| Variance | 0.092066369 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 3.4 | 15 | 8.3% |
| 3.15 | 14 | 7.8% |
| 3.03 | 14 | 7.8% |
| 3.23 | 13 | 7.2% |
| 3.29 | 13 | 7.2% |
| 3.39 | 12 | 6.7% |
| 2.64 | 9 | 5.0% |
| 3.27 | 6 | 3.3% |
| 3.46 | 6 | 3.3% |
| 3.19 | 6 | 3.3% |
| Other values (25) | 72 |
| Value | Count | Frequency (%) |
| 2.07 | 1 | 0.6% |
| 2.19 | 2 | 1.1% |
| 2.64 | 9 | |
| 2.68 | 2 | 1.1% |
| 2.76 | 1 | 0.6% |
| 2.8 | 2 | 1.1% |
| 2.87 | 1 | 0.6% |
| 2.9 | 3 | 1.7% |
| 3.03 | 14 | |
| 3.07 | 6 |
| Value | Count | Frequency (%) |
| 4.17 | 2 | 1.1% |
| 3.9 | 2 | 1.1% |
| 3.86 | 1 | 0.6% |
| 3.64 | 5 | |
| 3.58 | 5 | |
| 3.54 | 4 | |
| 3.52 | 5 | |
| 3.5 | 5 | |
| 3.47 | 4 | |
| 3.46 | 6 |
compression-ratio
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.285667 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.6 |
| Q1 | 8.7 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.905 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 4.0751908 |
|---|---|
| Coefficient of variation (CV) | 0.39620094 |
| Kurtosis | 4.5504142 |
| Mean | 10.285667 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.4901575 |
| Sum | 1851.42 |
| Variance | 16.60718 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 43 | |
| 9.4 | 26 | |
| 9.5 | 13 | 7.2% |
| 8.5 | 8 | 4.4% |
| 9.3 | 8 | 4.4% |
| 8 | 7 | 3.9% |
| 8.7 | 7 | 3.9% |
| 9.2 | 5 | 2.8% |
| 21 | 5 | 2.8% |
| 8.4 | 5 | 2.8% |
| Other values (22) | 53 |
| Value | Count | Frequency (%) |
| 7 | 3 | 1.7% |
| 7.5 | 5 | |
| 7.6 | 4 | |
| 7.7 | 2 | 1.1% |
| 7.8 | 1 | 0.6% |
| 8 | 7 | |
| 8.1 | 2 | 1.1% |
| 8.3 | 2 | 1.1% |
| 8.4 | 5 | |
| 8.5 | 8 |
| Value | Count | Frequency (%) |
| 23 | 4 | |
| 22.7 | 1 | 0.6% |
| 22.5 | 3 | |
| 22 | 1 | 0.6% |
| 21.9 | 1 | 0.6% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.6% |
| 10.1 | 1 | 0.6% |
| 10 | 3 |
horsepower
Real number (ℝ)
| Distinct | 55 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.98333 |
| Minimum | 48 |
|---|---|
| Maximum | 288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| median | 95 |
| Q3 | 116 |
| 95-th percentile | 182 |
| Maximum | 288 |
| Range | 240 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 39.684999 |
|---|---|
| Coefficient of variation (CV) | 0.38535361 |
| Kurtosis | 3.3540729 |
| Mean | 102.98333 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 1.5635713 |
| Sum | 18537 |
| Variance | 1574.8992 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68 | 18 | 10.0% |
| 70 | 11 | 6.1% |
| 69 | 9 | 5.0% |
| 95 | 9 | 5.0% |
| 116 | 8 | 4.4% |
| 110 | 7 | 3.9% |
| 62 | 6 | 3.3% |
| 114 | 6 | 3.3% |
| 160 | 6 | 3.3% |
| 102 | 5 | 2.8% |
| Other values (45) | 95 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.6% |
| 52 | 2 | 1.1% |
| 55 | 1 | 0.6% |
| 56 | 2 | 1.1% |
| 60 | 1 | 0.6% |
| 62 | 6 | 3.3% |
| 64 | 1 | 0.6% |
| 68 | 18 | |
| 69 | 9 | |
| 70 | 11 |
| Value | Count | Frequency (%) |
| 288 | 1 | 0.6% |
| 262 | 1 | 0.6% |
| 207 | 3 | |
| 200 | 1 | 0.6% |
| 184 | 2 | 1.1% |
| 182 | 2 | 1.1% |
| 176 | 2 | 1.1% |
| 175 | 1 | 0.6% |
| 162 | 2 | 1.1% |
| 160 | 6 |
peak-rpm
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5130.5556 |
| Minimum | 4150 |
|---|---|
| Maximum | 6600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4200 |
| Q1 | 4800 |
| median | 5200 |
| Q3 | 5500 |
| 95-th percentile | 6000 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 487.22188 |
|---|---|
| Coefficient of variation (CV) | 0.094964742 |
| Kurtosis | 0.069606041 |
| Mean | 5130.5556 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 0.045499992 |
| Sum | 923500 |
| Variance | 237385.16 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 5500 | 33 | |
| 4800 | 33 | |
| 5000 | 21 | |
| 5200 | 21 | |
| 5400 | 12 | 6.7% |
| 6000 | 8 | 4.4% |
| 5250 | 7 | 3.9% |
| 5800 | 6 | 3.3% |
| 4500 | 6 | 3.3% |
| 4150 | 5 | 2.8% |
| Other values (12) | 28 |
| Value | Count | Frequency (%) |
| 4150 | 5 | 2.8% |
| 4200 | 5 | 2.8% |
| 4250 | 3 | 1.7% |
| 4350 | 4 | 2.2% |
| 4400 | 1 | 0.6% |
| 4500 | 6 | 3.3% |
| 4650 | 1 | 0.6% |
| 4750 | 3 | 1.7% |
| 4800 | 33 | |
| 5000 | 21 |
| Value | Count | Frequency (%) |
| 6600 | 2 | 1.1% |
| 6000 | 8 | 4.4% |
| 5900 | 3 | 1.7% |
| 5800 | 6 | 3.3% |
| 5750 | 1 | 0.6% |
| 5600 | 1 | 0.6% |
| 5500 | 33 | |
| 5400 | 12 | 6.7% |
| 5300 | 1 | 0.6% |
| 5250 | 7 | 3.9% |
city-mpg
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.427778 |
| Minimum | 13 |
|---|---|
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19 |
| median | 25 |
| Q3 | 30.25 |
| 95-th percentile | 37.05 |
| Maximum | 47 |
| Range | 34 |
| Interquartile range (IQR) | 11.25 |
Descriptive statistics
| Standard deviation | 6.47473 |
|---|---|
| Coefficient of variation (CV) | 0.25463216 |
| Kurtosis | 0.033481356 |
| Mean | 25.427778 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.46572599 |
| Sum | 4577 |
| Variance | 41.922129 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 31 | 26 | |
| 19 | 20 | |
| 24 | 15 | 8.3% |
| 27 | 14 | 7.8% |
| 17 | 13 | 7.2% |
| 23 | 12 | 6.7% |
| 26 | 10 | 5.6% |
| 30 | 8 | 4.4% |
| 21 | 8 | 4.4% |
| 38 | 7 | 3.9% |
| Other values (17) | 47 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.6% |
| 14 | 2 | 1.1% |
| 15 | 2 | 1.1% |
| 16 | 5 | 2.8% |
| 17 | 13 | |
| 18 | 3 | 1.7% |
| 19 | 20 | |
| 20 | 1 | 0.6% |
| 21 | 8 | 4.4% |
| 22 | 4 | 2.2% |
| Value | Count | Frequency (%) |
| 47 | 1 | 0.6% |
| 45 | 1 | 0.6% |
| 38 | 7 | 3.9% |
| 37 | 6 | 3.3% |
| 36 | 1 | 0.6% |
| 35 | 1 | 0.6% |
| 34 | 1 | 0.6% |
| 32 | 1 | 0.6% |
| 31 | 26 | |
| 30 | 8 | 4.4% |
highway-mpg
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.033333 |
| Minimum | 16 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 31 |
| Q3 | 37 |
| 95-th percentile | 43 |
| Maximum | 53 |
| Range | 37 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.8011665 |
|---|---|
| Coefficient of variation (CV) | 0.21915682 |
| Kurtosis | 0.10118164 |
| Mean | 31.033333 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.38185149 |
| Sum | 5586 |
| Variance | 46.255866 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 25 | 19 | 10.6% |
| 32 | 16 | 8.9% |
| 38 | 15 | 8.3% |
| 34 | 14 | 7.8% |
| 30 | 13 | 7.2% |
| 37 | 13 | 7.2% |
| 28 | 12 | 6.7% |
| 33 | 9 | 5.0% |
| 22 | 8 | 4.4% |
| 24 | 8 | 4.4% |
| Other values (19) | 53 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.1% |
| 17 | 1 | 0.6% |
| 18 | 1 | 0.6% |
| 19 | 2 | 1.1% |
| 20 | 1 | 0.6% |
| 22 | 8 | |
| 23 | 7 | 3.9% |
| 24 | 8 | |
| 25 | 19 | |
| 26 | 3 | 1.7% |
| Value | Count | Frequency (%) |
| 53 | 1 | 0.6% |
| 50 | 1 | 0.6% |
| 47 | 2 | 1.1% |
| 46 | 2 | 1.1% |
| 43 | 4 | 2.2% |
| 42 | 3 | 1.7% |
| 41 | 3 | 1.7% |
| 39 | 2 | 1.1% |
| 38 | 15 | |
| 37 | 13 |
price
Real number (ℝ)
| Distinct | 162 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13085.783 |
| Minimum | 5151 |
|---|---|
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.8 KiB |
Quantile statistics
| Minimum | 5151 |
|---|---|
| 5-th percentile | 6184.3 |
| Q1 | 7784.75 |
| median | 10221.5 |
| Q3 | 16506 |
| 95-th percentile | 32263.9 |
| Maximum | 45400 |
| Range | 40249 |
| Interquartile range (IQR) | 8721.25 |
Descriptive statistics
| Standard deviation | 7929.788 |
|---|---|
| Coefficient of variation (CV) | 0.60598497 |
| Kurtosis | 3.3510351 |
| Mean | 13085.783 |
| Median Absolute Deviation (MAD) | 3213 |
| Skewness | 1.8345473 |
| Sum | 2355441 |
| Variance | 62881537 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10295 | 5 | 2.8% |
| 7609 | 2 | 1.1% |
| 18150 | 2 | 1.1% |
| 7898 | 2 | 1.1% |
| 7775 | 2 | 1.1% |
| 8845 | 2 | 1.1% |
| 7295 | 2 | 1.1% |
| 6692 | 2 | 1.1% |
| 6229 | 2 | 1.1% |
| 7957 | 2 | 1.1% |
| Other values (152) | 157 |
| Value | Count | Frequency (%) |
| 5151 | 1 | |
| 5195 | 1 | |
| 5348 | 1 | |
| 5389 | 1 | |
| 5399 | 1 | |
| 5499 | 1 | |
| 5572 | 2 | |
| 6095 | 1 | |
| 6189 | 1 | |
| 6229 | 2 |
| Value | Count | Frequency (%) |
| 45400 | 1 | |
| 41315 | 1 | |
| 40960 | 1 | |
| 37028 | 1 | |
| 36000 | 1 | |
| 35550 | 1 | |
| 34184 | 1 | |
| 34028 | 1 | |
| 32528 | 1 | |
| 32250 | 1 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 115.0 | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 13495.0 |
| 1 | 3 | 115.0 | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 16500.0 |
| 2 | 1 | 115.0 | alfa-romero | gas | std | two | hatchback | rwd | front | 94.5 | 171.2 | 65.5 | 52.4 | 2823 | ohcv | six | 152 | mpfi | 2.68 | 3.47 | 9.0 | 154.0 | 5000.0 | 19 | 26 | 16500.0 |
| 3 | 2 | 164.0 | audi | gas | std | four | sedan | fwd | front | 99.8 | 176.6 | 66.2 | 54.3 | 2337 | ohc | four | 109 | mpfi | 3.19 | 3.40 | 10.0 | 102.0 | 5500.0 | 24 | 30 | 13950.0 |
| 4 | 2 | 164.0 | audi | gas | std | four | sedan | 4wd | front | 99.4 | 176.6 | 66.4 | 54.3 | 2824 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.0 | 115.0 | 5500.0 | 18 | 22 | 17450.0 |
| 5 | 2 | 115.0 | audi | gas | std | two | sedan | fwd | front | 99.8 | 177.3 | 66.3 | 53.1 | 2507 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 15250.0 |
| 6 | 1 | 158.0 | audi | gas | std | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2844 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 17710.0 |
| 7 | 1 | 115.0 | audi | gas | std | four | wagon | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2954 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 18920.0 |
| 8 | 1 | 158.0 | audi | gas | turbo | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.9 | 3086 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 8.3 | 140.0 | 5500.0 | 17 | 20 | 23875.0 |
| 9 | 0 | 115.0 | audi | gas | turbo | two | hatchback | 4wd | front | 99.5 | 178.2 | 67.9 | 52.0 | 3053 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 7.0 | 160.0 | 5500.0 | 16 | 22 | 10295.0 |
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 195 | -1 | 74.0 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3034 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 13415.0 |
| 196 | -2 | 103.0 | volvo | gas | std | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 2935 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 15985.0 |
| 197 | -1 | 74.0 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3042 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 16515.0 |
| 198 | -2 | 103.0 | volvo | gas | turbo | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 3045 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18420.0 |
| 199 | -1 | 74.0 | volvo | gas | turbo | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3157 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18950.0 |
| 200 | -1 | 95.0 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 2952 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 16845.0 |
| 201 | -1 | 95.0 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.8 | 55.5 | 3049 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 8.7 | 160.0 | 5300.0 | 19 | 25 | 19045.0 |
| 202 | -1 | 95.0 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3012 | ohcv | six | 173 | mpfi | 3.58 | 2.87 | 8.8 | 134.0 | 5500.0 | 18 | 23 | 21485.0 |
| 203 | -1 | 95.0 | volvo | diesel | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3217 | ohc | six | 145 | idi | 3.01 | 3.40 | 23.0 | 106.0 | 4800.0 | 26 | 27 | 22470.0 |
| 204 | -1 | 95.0 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3062 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 19 | 25 | 22625.0 |